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      • Forthcoming
      • Article

      The Customer Journey as a Source of Information

      By: Nicolas Padilla, Eva Ascarza and Oded Netzer
      We introduce a probabilistic machine learning model that fuses customer click-stream data and purchase data within and across journeys. This approach addresses the critical business need for leveraging first-party data (1PD), particularly in environments with... View Details
      Keywords: Consumer Behavior; AI and Machine Learning; Customer Focus and Relationships; Mathematical Methods
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      Padilla, Nicolas, Eva Ascarza, and Oded Netzer. "The Customer Journey as a Source of Information." Quantitative Marketing and Economics (forthcoming). (Pre-published online November 5, 2024.)
      • Research Summary

      The Ownership of Deep Metaphors

      By: Gerald Zaltman
      Deep metaphors are basic orienting structures of human thought. They guide in subtle and overt ways how customers and managers process information about any product, service, or activity and event. It is essential for a firm to understand deep metaphors as they are... View Details
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